I'm a final-year B.Tech AI & ML student and ML Research Intern @ IIT Hyderabad, based in Tiruvallur, Tamil Nadu.
I build end-to-end intelligent systems — from data preprocessing and model selection to deploying retrieval-augmented, LLM-powered applications. I believe in learning by building and shipping things that work outside a notebook.
🔨 Working On · PEC AI Assistant (RAG Chatbot)
📚 Learning · Machine Learning · LLMs · RAG
🤝 Collaborating On · Open Source AI Projects
🧩 Need Help With · Production AI Systems
💬 Ask Me About · Python · Machine Learning · Deep Learning · Data Science · Generative AI · LLMs · RAG · NLP · Computer Vision
A retrieval-augmented college chatbot for Prathyusha Engineering College — LangChain orchestration, Hugging Face embeddings, and a FAISS vector store served through a live interface.
LangChain FAISS HuggingFace RAG Python
An end-to-end regression pipeline — preprocessing, feature engineering, and multi-model comparison — built to reflect real deployment-grade ML practice.
Python Scikit-learn Pandas
Benchmarked multiple classification models to predict customer churn, with rigorous feature engineering and evaluation metrics to select the strongest performer.
Scikit-learn Feature Engineering Python
A classic classification task reimagined with Principal Component Analysis for dimensionality reduction before model training.
PCA Scikit-learn Python
A growing collection of core ML algorithm implementations — PCA, Decision Trees, Random Forest, KNN, and Logistic Regression — built to internalize the math, not just call .fit().
PCA Decision Trees Random Forest KNN Logistic Regression
"I don't just train models — I build systems that think, retrieve, and respond."